{"id":"W1974206186","doi":"10.1159/000343287","title":"Best Current Therapy for Patients with Malignant Pleural Effusion","year":2012,"lang":"en","type":"letter","venue":"Respiration","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malignant pleural effusion; Pleural effusion; Current (fluid); Intensive care medicine; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008448832,0.0002185198,0.0005049356,0.0004034579,0.0003350785,0.000396975,0.0003231477,0.0007033699,0.01964507],"category_scores_gemma":[0.0004267443,0.00005112867,0.0004667595,0.000230468,0.00007713743,0.0004456587,0.0002328857,0.0009118771,0.007395726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002231379,"about_ca_system_score_gemma":0.0002256458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003155298,"about_ca_topic_score_gemma":0.001101752,"domain_scores_codex":[0.9999375,0.000008187862,0.000006707454,0.000009672828,0.00002278909,0.0000151827],"domain_scores_gemma":[0.9998946,0.00001520967,0.00002681398,0.000004676863,0.00001576546,0.00004293198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004457231,0.001695849,0.01038628,0.003049333,0.0003322465,0.002358058,0.0001736973,0.0002430221,0.006780455,0.001921426,0.1682826,0.8003198],"study_design_scores_gemma":[0.004155046,0.006263824,0.05945915,0.004870343,0.0007279337,0.01635036,0.0003004864,0.0007780555,0.003487394,0.006442662,0.8970872,0.00007758771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.1168381,0.6107717,0.002863147,0.03311498,0.006431048,0.0004454589,0.002686289,0.0006714045,0.226178],"genre_scores_gemma":[0.610929,0.2153484,0.006890009,0.03208939,0.007245369,0.0007739203,0.008398014,0.000138616,0.1181874],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01964507,"threshold_uncertainty_score":0.06571931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04193701891340158,"score_gpt":0.2903535383507957,"score_spread":0.2484165194373941,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}